绿色分类工具 – 聚焦模式
聚焦模式使用的架构与高细节模式不同。由于架构不同,聚焦模式用于训练的时间要比高细节模式少,因此与高细节模式相比,您可以获得快速的反馈。
聚焦模式设置是有选择性的,它聚焦于图像中包含有用信息的部分。由于这种聚焦,网络可能会丢失信息,尤其是当图像中到处都有重要细节时。
For the Green Classify Tool in Focused mode, there is a fixed limit to the number of samples that can be processed for a single runtime image, which is 50,000. The number of samples is determined by the Feature Size, the image size, and the Sampling Density, as shown in the following equation:
If you have the Masking Mode parameter enabled, the sample count is reduced by the proportion of the pixels that are masked.
When the combination of image size, Feature Size and Sampling Density settings exceeds the limit, the following error message may be displayed:
Failed to process database sample 'image_file.name' (maximal number of samples exceeded, please reduce the sampling density, view size and/or feature size).
In this event, consider options to reduce the number of pixels being processed, either through the use of a mask, focusing the ROI to specific areas or using a larger feature size setting.